Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010242

The MH-36 locality cells most similar to this Ahmednagar cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000939

distance 0.313 · cross-district

#2 · Ahmednagarcell 4660005775

distance 0.32

#3 · Washimcell 4990003920

distance 0.326 · cross-district

#4 · Sanglicell 4930001274

distance 0.342 · cross-district

#5 · Laturcell 4810001874

distance 0.355 · cross-district

#6 · Sanglicell 4930000830

distance 0.358 · cross-district

#7 · Washimcell 4990001846

distance 0.364 · cross-district

#8 · Dhulecell 4740004326

distance 0.368 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003667

distance 0.371 · cross-district

#10 · Buldhanacell 4720003295

distance 0.372 · cross-district

#11 · Sanglicell 4930000521

distance 0.383 · cross-district

#12 · Beedcell 4700001351

distance 0.384 · cross-district

#13 · Nashikcell 4870007534

distance 0.384 · cross-district

#14 · Buldhanacell 4720005427

distance 0.386 · cross-district

#15 · Jalgaoncell 4780007471

distance 0.389 · cross-district

#16 · Jalgaoncell 4780000420

distance 0.389 · cross-district

#17 · Washimcell 4990002011

distance 0.395 · cross-district

#18 · Jalnacell 4790000662

distance 0.404 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":466,"cluster_id":4660010242}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.